Ali Can Karaca

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 23

Top Topics

Labeled Samples

Hyperspectral Image Compression

Top Venues

Multim. Tools Appl.

Publications

Ilyas Ozer, Ali Can Karaca, Caner Kaya Ozer, Kutlucan Gorur, Ismail Kocak, Onursal Cetin
The exploration of the transfer learning technique for Globotruncanita genus against the limited low-cost light microscope images. Signal Image Video Process. 18 (8-9) (2024)
Parisa Salmanian, Angelos Chatzimparmpas, Ali Can Karaca, Rafael M. Martins
DimVis: Interpreting Visual Clusters in Dimensionality Reduction With Explainable Boosting Machine. CoRR (2024)
Ilyas Ozer, Caner Kaya Ozer, Ali Can Karaca, Kutlucan Gorur, Ismail Kocak, Onursal Cetin
Species-level microfossil identification for globotruncana genus using hybrid deep learning algorithms from the scratch via a low-cost light microscope imaging. Multim. Tools Appl. 82 (9) (2023)
Ramiz Mammadli, Huma Bilgin, Ali Can Karaca
Music Recommendation System based on Emotion, Age and Ethnicity. CoRR (2022)
Ali Can Karaca
Domain Transform Filter and Spatial-Aware Collaborative Representation for Hyperspectral Image Classification Using Few Labeled Samples. IEEE Geosci. Remote. Sens. Lett. 18 (7) (2021)
Ali Can Karaca, Ozan Kara, Mehmet Kemal Güllü
MultiTempGAN: Multitemporal multispectral image compression framework using generative adversarial networks. J. Vis. Commun. Image Represent. 81 (2021)
Ali Can Karaca, Ibrahim Uçurmak, Mehmet Kemal Güllü
Efficient Resolution Enhancement of JPEG2000 Compressed Multispectral Images Using Deep Super-resolution Methods. INISTA (2021)
Ozan Kara, Ibrahim Uçurmak, Ali Can Karaca, M. Kemal Güllü
Reduction of JPEG2000 Compression Artifacts using Very Deep Super Resolution Approach for Multitemporal Multispectral Images. SIU (2020)
Ali Can Karaca, Mehmet Kemal Güllü
Superpixel based recursive least-squares method for lossless compression of hyperspectral images. Multidimens. Syst. Signal Process. 30 (2) (2019)
Adem Ertem, Ali Can Karaca, M. Kemal Güllü
Compression of Hyperspectral Images Using Superpixel Based and Error-Corrected Sparse Representation. SIU (2019)
Berkan Unutmaz, Ali Can Karaca, M. Kemal Güllü
Turkish Sign Language Recognition Using Kinect Skeleton and Convolutional Neural Network. SIU (2019)
Ali Can Karaca, M. Kemal Güllü
Prediction and compression of multi-temporal hyperspectral images using luminance transform. SIU (2018)
Ali Can Karaca, Mehmet Kemal Güllü
Target Preserving Hyperspectral Image Compression Using Weighted PCA and JPEG2000. ICISP (2018)
Ergun Can, Ali Can Karaca, Mehmetali Danisman, Oguzhan Urhan, M. Kemal Güllü
Compression of Hyperspectral Images Using Luminance Transform and 3D-DCT. IGARSS (2018)
Mehmetali Danisman, Ali Can Karaca, Ergun Can, Oguzhan Urhan, M. Kemal Güllü
Effects of hyperspectral image compression methods on classification. SIU (2018)
Mehmetali Danisman, Ali Can Karaca, Ergun Can, Oguzhan Urhan, M. Kemal Güllü
A Detailed Performance Analysis of Hyperspectral Image Compression Techniques. IGARSS (2018)
Ergun Can, Ali Can Karaca, Mehmetali Danisman, Oguzhan Urhan, M. Kemal Güllü
Compression of hyperspectral images using adaptive luminance transform. SIU (2018)
Ali Can Karaca, Mehmet Kemal Güllü
The use of low-bit depth approaches for band ordering in hyperspectral image compression. SIU (2017)
Ali Can Karaca, Mehmet Kemal Güllü
A fast approach for adaptive conventional recursive least-squares predictor in lossless compression of hyperspectral images. SIU (2017)
Ali Can Karaca, Mehmet Kemal Güllü
Comparison of traditional and recent unsupervised band selection approaches in hyperspectral images. SIU (2016)
Ali Can Karaca, Alp Ertürk, Mehmet Kemal Güllü, Sarp Ertürk
Ground-Based Panoramic Stereo Hyperspectral Imaging System With Multiband Stereo Matching. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (9) (2016)
Ali Can Karaca, Davut Çesmeci, Alp Ertürk, Sarp Ertürk
Hybrid change detection approach in hyperspectral images. SIU (2015)
Davut Çesmeci, Ali Can Karaca, Alp Ertürk, Sarp Ertürk
Local spectral gradient based gas detection in LWIR hyperspectral images. SIU (2015)
Davut Çesmeci, Ali Can Karaca, Alp Ertürk, Mehmet Kemal Güllü, Sarp Ertürk
Hyperspectral change detection based on Multi-band Census Transform. SIU (2014)
Davut Çesmeci, Ali Can Karaca, Alp Ertürk, Mehmet Kemal Güllü, Sarp Ertürk
Hyperspectral change detection by multi-band Census Transform. IGARSS (2014)
Ali Can Karaca, Davut Çesmeci, Alp Ertürk, M. Kemal Güllü, Sarp Ertürk
Hyperspectral change detection with stereo disparity information enhancement. WHISPERS (2014)
Ali Can Karaca, Alp Ertürk, M. Kemal Güllü, Sarp Ertürk
A novel panoramic stereo hyperspectral imaging system. ISCCSP (2014)
Ulas Cirpici, Ali Can Karaca, Alp Ertürk, M. Kemal Güllü, Sarp Ertürk
Design of a hyperspectral imaging spectrometer for visible and near infrared region applications. SIU (2014)
Ali Can Karaca, Alp Ertürk, M. Kemal Güllü, Muharrem Elmas, Sarp Ertürk
Automatic waste sorting using shortwave infrared hyperspectral imaging system. WHISPERS (2013)
Ali Can Karaca, Alp Ertürk, M. Kemal Güllü, Muharrem Elmas, Sarp Ertürk
Plastic waste sorting using infrared hyperspectral imaging system. SIU (2013)
Ali Can Karaca, Alp Ertürk, Mehmet Kemal Güllü, Muharrem Elmas, Sarp Ertürk
Analysis of evidence in forensic documents using hyperspectral imaging system. SIU (2012)
Ali Can Karaca, Alp Ertürk, M. Kemal Güllü, Sarp Ertürk
Comparative evaluation of vector machine based hyperspectral classification methods. IGARSS (2012)